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Systematically controlling the error rates in variation-prone networks-on-chip for energy efficiency
Pothukuchi, Raghavendra Pradyumna
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https://hdl.handle.net/2142/73090
Description
- Title
- Systematically controlling the error rates in variation-prone networks-on-chip for energy efficiency
- Author(s)
- Pothukuchi, Raghavendra Pradyumna
- Issue Date
- 2015-01-21
- Director of Research (if dissertation) or Advisor (if thesis)
- Torrellas, Josep
- Department of Study
- Computer Science
- Discipline
- Computer Science
- Degree Granting Institution
- University of Illinois at Urbana-Champaign
- Degree Name
- M.S.
- Degree Level
- Thesis
- Date of Ingest
- 2015-01-21T19:59:26Z
- Keyword(s)
- Computer Architecture
- Reliability
- Energy efficiency
- Abstract
- Networks-on-Chip (NoCs) are prone to within-die process variation as they span the whole chip. To tolerate variation, their voltages (Vdd) carry overprovisioned guardbands. As a result, prior work has proposed to save energy by dynamically managing Vdd, operating at reduced Vdd while occasionally su ering and xing errors. Unfortunately, these proposals use ad-hoc controller designs that may not work under other scenarios and do not provide error bounds. This thesis develops a scheme that dynamically minimizes the Vdd of groups of routers in a variation-prone NoC using formal control-theory methods. The scheme, called Contra, saves substantial energy while guaranteeing the stability and convergence of error rates. Moreover, the scheme is enhanced with a low-cost secondary network that retransmits erroneous packets for higher energy e ciency. The enhanced scheme is called Contra+. Both Contra and Contra+ are evaluated using simulations of NoCs with 64{100 routers. In an NoC with 8 routers per Vdd domain, the proposed schemes reduce the average energy consumption of the NoC by 27%; in a futuristic NoC with one router per Vdd domain, Contra+ and Contra reduce the average energy consumption by 37% and 32%, respectively. The performance impact is negligible. These savings are signi cant over the state-of-the-art. The results categorically state that formal control is essential to attain a stable, scalable, and energy-efficient design. Additionally, it is found that while the secondary network helps Contra+ attain higher energy savings, it has a nonnegligible hardware cost. Hence, Contra is the most cost-effective design.
- Graduation Semester
- 2014-12
- Permalink
- http://hdl.handle.net/2142/73090
- Copyright and License Information
- Copyright 2014 Raghavendra Pradyumna Pothukuchi
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